Predictive Analytics

Here's an example of one of the major analyses I've performed with a detailed description in the video below. The interactive calculator can be used to estimate predicted probabilities for injured older adults 1 year following hospitalization.

Disclaimer: Information on this page should not be used to make clinical decisions.

Description of a prediction model for injured older adult outcomes. I delivered an almost identical presentation at CANS 2018.

Other projects on which I'm currently working include:

Modeling strategies for in-hospital cardiopulmonary arrest (with a focus on how to handle repeated measures as well as how to incorporate clinicians' documentation as a proxy for their intuition)